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Ted Chiang warns of AI model collapse from self-generated training data

By PulseAugur Editorial · [1 sources] ·

Author Ted Chiang has noted that AI models like ChatGPT are becoming a "blurry jpeg of the web" due to increasing reliance on AI-generated content for training data. This phenomenon, known as "model collapse," leads to corrupted data and the proliferation of nonsensical outputs as AI systems become increasingly in-bred. Consequently, major technology companies are reportedly acquiring pre-AI books to ensure cleaner training datasets. AI

IMPACT AI models may degrade in quality and produce nonsensical outputs due to self-referential training data, potentially impacting their reliability and usefulness.

RANK_REASON The item is an opinion piece by a known author discussing a potential issue with AI model training.

Read on Mastodon — mastodon.social →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Ted Chiang warns of AI model collapse from self-generated training data

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The item is an opinion piece by a known author discussing a potential issue with AI model training.
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opinion, other
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COVERAGE [1]

  1. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] ·

    Author Ted Chiang has observed that 'ChatGPT is a blurry jpeg of the web'; increasing levels of material used to 'train' AI, LLMs & their associated technologie

    Author Ted Chiang has observed that 'ChatGPT is a blurry jpeg of the web'; increasing levels of material used to 'train' AI, LLMs & their associated technologies now have been generated by those very technologies themselves. As AI's data becomes increasingly in-bred so AI starts …

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